📚 Resources

• KEDA + Karpenter — two-layer GPU autoscaling: https://docs.aws.amazon.com/eks/latest/userguide/ml-inference-autoscaling-hpa-keda.html
• CNCF: GPU autoscaling on Kubernetes with KEDA (external scaler): https://www.cncf.io/blog/2026/05/27/gpu-autoscaling-on-kubernetes-with-keda-building-an-external-scaler/
• Build vs. buy LLM infrastructure decision framework (2026): https://tianpan.co/blog/2026-04-15-build-vs-buy-llm-infrastructure
• AWS EC2 Spot Instances (pricing + interruptions): https://aws.amazon.com/ec2/spot/
• AWS Pricing Calculator: https://calculator.aws/
• Kubernetes Horizontal Pod Autoscaler: https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale/

Week 16 · Capstone Project & Course Review

Notion ID: 392c08fd-0278-8155-99ed-c12fee3b7153 Notion URL: https://app.notion.com/p/392c08fd0278815599edc12fee3b7153